Pass the actual test with the help of QSDA2022 study guide
Last Updated: Sep 02, 2026
No. of Questions: 78 Questions & Answers with Testing Engine
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| Certification Vendor: | Qlik |
|---|---|
| Exam Name: | Qlik Sense Data Architect Certification Exam - 2022 |
| Exam Number: | QSDA2022 |
| Available Languages: | English |
| Passing Score: | 62% |
| Certificate Validity Period: | 2 years |
| Exam Duration: | 120 minutes |
| Related Certifications: | Qlik Sense System Administrator Qlik Sense Business Analyst |
| Exam Format: | Multiple-choice, Scenario-based |
| Real Exam Qty: | 50 |
| Exam Price: | $250 USD |
| Recommended Training: | Data Modeling for Qlik Sense (Instructor-Led) Qlik Continuous Classroom |
| Exam Registration: | Qlik Official Exam Page Pearson VUE Registration |
| Sample Questions: | Qlik QSDA2022 Sample Questions |
| Exam Way: | Online proctored or onsite testing center via Pearson VUE |
| Pre Condition: | Practical experience building production-grade Qlik Sense applications, writing LOAD scripts, understanding ETL concepts, SQL knowledge, familiarity with QVD architecture |
| Official Syllabus URL: | https://learning.qlik.com/student/page/2161345-qlik-sense-data-architect-certification-exam-details |
| Section | Weight | Objectives |
|---|---|---|
| Validation | 4% | - Test scripts and data loads - Validate data accuracy and completeness |
| Data Model Design | 28% | - Define measures, attributes and relationships - Optimize model performance and efficiency - Implement QVD layer architecture - Choose appropriate data model architecture |
| Identify Requirements | 22% | - Define dimensionality and slowly changing dimensions - Determine metrics, granularity and aggregation - Identify stakeholders and business requirements - Determine security and access requirements |
| Data Transformations | 38% | - Implement incremental loading - Organize and document scripts - Write and structure LOAD scripts - Perform data cleansing and formatting - Handle dates, nulls and complex transformations |
| Data Connectivity | 8% | - Configure and manage data connections - Identify required data sources and connectors |
The QSDA2022 exam leads to the Qlik Sense Data Architect certification, a Professional-level credential from Qlik. It validates the skills measured by the Qlik Sense Data Architect Certification Exam - 2022 syllabus and is a recognized step for IT professionals building their careers, and it sits alongside related credentials such as Qlik Sense Business Analyst, Qlik Sense System Administrator.
The Qlik Sense Data Architect Certification Exam - 2022 exam includes 50 questions and gives you 120 minutes to complete them. That works out to a fairly tight pace, so reading each question carefully but decisively matters more than perfectionism. If a question stalls you, flag it and move on; banking the easier points first keeps time pressure from snowballing near the end. Before test day, run at least one full timed session with the Actualtests4sure practice test so the rhythm feels familiar rather than rushed.
You need 62% to pass the QSDA2022 exam, and the official registration fee is $250 USD. Keep in mind that a failed attempt means paying the full fee again to retake the exam, so it pays to be honest with yourself before booking a seat. A practical benchmark: work through the 78 practice questions at Actualtests4sure until you can score comfortably above the passing line in timed mode, then schedule your exam.
Practical experience building production-grade Qlik Sense applications, writing LOAD scripts, understanding ETL concepts, SQL knowledge, familiarity with QVD architecture Because Qlik may adjust its policies over time, we recommend confirming the latest requirements on the official exam page (official exam page) before you register.
You can sign up for the Qlik Sense Data Architect Certification Exam - 2022 exam through any of the official registration channels below:
As for how the exam is delivered: Online proctored or onsite testing center via Pearson VUE.
Qlik suggests the following training options for candidates preparing for Qlik Sense Data Architect Certification Exam - 2022:
Formal training is a solid foundation, and pairing it with the 78 practice questions from Actualtests4sure helps you turn that knowledge into exam-day confidence.
Yes. Actualtests4sure offers a free PDF demo of the Qlik Sense Data Architect Certification Exam - 2022 material, so you can review the question style and answer quality before making a decision. Every purchase also includes 365 days of free updates, and after that period you can extend your updates at a 50% discount, which keeps your preparation current through 2026 and beyond.
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The Qlik Sense Data Architect Certification Exam - 2022 syllabus is divided into 5 main domains, including Data Transformations (38%), Identify Requirements (22%), Validation (4%). Each domain carries a different share of the total score, so knowing where the weight sits helps you allocate your study time wisely. You will find the complete, up-to-date outline in the Exam Topics section above.
Question 1

Refer to the exhibits.
The first table, Mastersports, contains the master list of all sport names that need to be loaded into the app. The second table, TeamMembers, containsthe teams and team members registered for specific sports.
In a Qlik Sense app, a data architect is loading the two tables that need to be linked together based on the Sport field. The table format cannot be changed in the source.
What should the dataarchitect do in the data load editor?
A. Apply a FOR loop to load to the MasterSports table creating the values for the Sport field
B. Apply a preceding LOAD from the TeamMembers table with the SUBFIELD function and rename the field to Sport
C. Apply a preceding LOAD to the MasterSports table with the SUBFIELD function to create the Sport field
Question 2
Refer to the exhibit.
A customer needs to load forecast data from an Excel file.
Which preceding load statement should the data architect use to load the data?
A.
B.
C.
D. 
Question 3
A customer has a dataset that contains latitude and longitude data for service points around the country. The data is retrieved using the following statement:
It must be clear to the end user that this is geographic data. Drag and drop, map-based visualization of this data is required. Which two steps should the data architect take to support this data? (Select two.)
A. Add GeoKakePoint (Lat, Long} as Point to Location's preceding load
B. Add the following to the end of the script:
TAG FIELD LocationName With 'Sgeoname', *@relates_Pt';
TAG FIELD Point With 'Sgeopoint*f 'Srelates Location', '$hidden';
C. Add GeoProject{' Point' , Lat&Long) AS Point to the preceding load
D. Define Location as a master item, and set the tag to Sgeodata
E. Add the following to the end of the script:
TAG FIELD LocationName With 'Sgeodata1, 'Srelated'; TAG FIELD Point With 'Sgeodata', 'Srelated1;
Question 4
Refer to the exhibit.

Refer to the exhibits.
While using an app, the users report that some Sales Reps do NOT have personal details, like Division or Address Number A data architect has been called in to investigate.
The data architect uses the data model viewer to determine the relationship between the SalesRepMaster and CustomerMaster tables.
What is the cause of the issue?
A. 26 values for Sales Rep are null in CustomerMaster
B. 40.7% of the Sales Rep have CustomerMaster information
C. 59.3% of the Sales Rep have CustomerMaster information
D. Density is 100% while Total Distinct and Present Distinct are NOT the same
Question 5
Refer to the exhibit.
A global sales organization operates in three regions: AMERICAS, EMEA: and APAC. Each region stores its sales transactions in a separate database in which the employees update customer data through a third-party app. The data is extracted into three QVDs.
A data architect sets up a two-tier architecture for the data load. The data architect needs to add the region to the data model.
Which technique should the data architect use to create the Region field?
A. Create a Region field in the SalesTransaction table and create a mapping table based on the Country field in the Customer table
B. Create a Region field in the Employee table and populate using the SubField function on the EmployeelD
C. Create a Region field in the SalesTransaction table and populate using fixed region values while loading from each source
D. Create a Region field in the Employee table and populate using the LTrim function on the EmployeelD
Solutions:
| Question 1 Answer: A | Question 2 Answer: D | Question 3 Answer: B,C | Question 4 Answer: D | Question 5 Answer: C |
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